Futurum Group research indicates that 55% of enterprise leaders deploying agentic AI struggle with reliability and hallucination management. The study identifies five governance practices crucial for successful deployments, distinguishing effective scaling from risky approaches. It focuses on how enterprises can safely and responsibly implement agentic AI.
The immediate takeaway is that enterprise AI agents are running into control problems at scale: 55% of leaders say reliability and hallucination management are still unresolved. Futurum’s framing suggests deployment success depends on governance, not just model output quality, which is a useful lens for teams trying to move from pilots to production. The article also separates “successful deployments” from riskier ones based on five governance practices, making process discipline the key differentiator to watch. Next, track whether Futurum details those five practices in more depth across enterprise rollouts.
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